发现优秀的 MCP 服务器

NIH RePORTER MCP Server

Provides tools to search and retrieve data from NIH's RePORTER grant database, enabling queries for project counts, summaries, and detailed award information.

Odoo MCP Server

Connects MCP clients like Claude to your Odoo ERP, enabling natural language queries, reports, and optional data modifications.

genmem

A local-first MCP server that gives AI assistants long-term memory by storing, searching, and recalling notes as Markdown files on your machine.

diffchunk

Enables LLMs to efficiently navigate and analyze large diff files by providing pattern-based chunk navigation, allowing direct access to relevant changes without loading entire diffs into context.

tpm-mcp

An AI-powered Technical Project Manager that enables Claude to track projects, features, and tasks locally using SQLite. Break down complex features, track progress and blockers, and manage hierarchical project structures through natural conversation.

android-mcp

An MCP server that gives AI agents full control of Android devices and emulators through plain ADB — no companion APK, no extra daemon, no telemetry.

convergeqa-mcp

MCP servers for multi-model document review with critique/iterate and compare/due-diligence tools, using public verification receipts.

mcpify

Turns any OpenAPI specification into a fully working MCP server with a single command, enabling AI agents to call APIs without writing any glue code.

YouTube MCP Server

Provides tools for searching YouTube videos, retrieving transcripts, and performing semantic search over video content.

smriti-memcore

A neuro-inspired long-term memory architecture for AI agents.

Where's My Train?

Provides real-time NYC subway information including train arrivals, station search, service alerts, and nearby station finder using live MTA data with intelligent location handling.

mcp-mydisease

Provides dataset statistics and release metadata for MyDisease.info, enabling users to query disease-related data through natural language via the Pipeworx gateway.

lilAgents MCP

Provides tools for AI agents to audit websites, including stack detection, DNS snapshots, and security checks.

google-workspace-admin-mcp

Enables AI agents to safely provision new Google Workspace accounts for employee onboarding, with availability checks, account creation, and credential delivery, all behind OAuth and per-user allowlists.

celery-flower-mcp

This MCP server provides AI assistants with full control over Celery task queues by exposing all Celery Flower REST API endpoints as tools. It enables monitoring workers, managing tasks, inspecting queues, and controlling worker pools in real-time through natural language.

reforge-mcp

An MCP server that connects Claude Code to your codebase for automated code cleanup with scanning, planning, atomic fixes, and rollback safety.

repo-sdk-mcp

Exposes functions to get the current working directory and review git diffs before commit as MCP tools, leveraging Claude Code CLI for diff review.

Aider MCP Server

镜子 (jìng zi)

sn-mcp-server

https://github.com/signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded signing/editor, status & downloads.

BrowserLoop

A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.

Mailrith MCP Server

MCP server for building safe AI agent email marketing workflows with Mailrith.

Bullhorn CRM MCP Server by CData

This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Mindjack

Solana memecoin rug check and token risk for trading agents in the trenches: pump.fun launches, calibrated rug probability with a published hit rate, sniper, insider and bundle detection, holder clusters, KOL trades, wallet history and a live sellability check for memecoins. Available as a remote MCP endpoint (OAuth or API key) and as an npm stdio package.

deep-reasoning-mcp

Turns Claude Code into a recursive analysis engine that builds explorable decision trees from IF/THEN chains, enabling thorough problem exploration and structured synthesis of action plans.

MCP Research Server

AI-powered web research tools for Claude Desktop and any MCP-compatible client, enabling company research, URL summarization, company comparisons, and data extraction.

meticulous-mcp

MCP server for controlling Meticulous espresso machines via Claude and other AI clients.

@pipeworx/statuspage

MCP server that answers service status and uptime questions by reading Atlassian Statuspage feeds from hundreds of vendors, with keyless access and tools for checking status, incidents, and vendor listings.

YAPI MCP Server

这是一个模型上下文协议 (MCP) 服务器，它提供对 YAPI 接口详情的访问。

SF Tennis Court Booking via Cloudflare MCP Server

Automates tennis court bookings on San Francisco Recreation websites using browser automation, with tools to check availability, initiate booking with SMS verification, and complete bookings.

Bitbucket API MCP Server

Auto-generated MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Bitbucket's API, allowing agents to perform operations on Bitbucket repositories and resources through natural language.